The air crackled with a strange energy. I barely even registered the taste of my celebratory coffee. The vet had confirmed it: a healthy, adorable golden retriever puppy, ready to come home. I could hardly contain myself.

I'd already rearranged the living room, clearing a space for the dog bed and toys. My brain was a whirlwind of potential names, games to play, and walks to take. The thought of training him made a silly grin appear on my face.

My roommate, Mark, was going to explode. He hated dogs, I knew it. But I had to. It was the only way I'd be happy.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

This story is one of 1,000 stories generated for the emotion thrilled. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 thrilled stories, after denoising with neutral dialogue baselines, produces the thrilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thrilled vector is projected through the unembedding matrix.

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341